Dataset statistics
| Number of variables | 16 |
|---|---|
| Number of observations | 2105 |
| Missing cells | 136 |
| Missing cells (%) | 0.4% |
| Duplicate rows | 384 |
| Duplicate rows (%) | 18.2% |
| Total size in memory | 344.1 KiB |
| Average record size in memory | 167.4 B |
Variable types
| Categorical | 11 |
|---|---|
| Numeric | 4 |
| DateTime | 1 |
Denom Curr has constant value "U.S. Dollar" | Constant |
| Dataset has 384 (18.2%) duplicate rows | Duplicates |
Country has a high cardinality: 68 distinct values | High cardinality |
Company has a high cardinality: 717 distinct values | High cardinality |
Issuer has a high cardinality: 717 distinct values | High cardinality |
Country of Risk has a high cardinality: 68 distinct values | High cardinality |
Parent Name has a high cardinality: 551 distinct values | High cardinality |
FDS Indus has a high cardinality: 77 distinct values | High cardinality |
Years to Maturity is highly overall correlated with Adj. Maturity Date | High correlation |
Adj. Maturity Date is highly overall correlated with Years to Maturity | High correlation |
Country is highly overall correlated with Country of Risk | High correlation |
Type is highly overall correlated with GSS Bond Use of Proceeds and 1 other fields | High correlation |
Bond Tier is highly overall correlated with FDS Indus | High correlation |
Country of Risk is highly overall correlated with Country | High correlation |
GSS Bond Use of Proceeds is highly overall correlated with Type and 1 other fields | High correlation |
GSS Bond Type is highly overall correlated with Type and 1 other fields | High correlation |
FDS Indus is highly overall correlated with Bond Tier | High correlation |
Bond Tier is highly imbalanced (70.2%) | Imbalance |
Amount Outstanding-Mil. USD has 131 (6.2%) missing values | Missing |
Coupon has 55 (2.6%) zeros | Zeros |
Amount Outstanding-Mil. USD has 56 (2.7%) zeros | Zeros |
Reproduction
| Analysis started | 2023-10-01 05:37:45.790125 |
|---|---|
| Analysis finished | 2023-10-01 05:37:52.172324 |
| Duration | 6.38 seconds |
| Software version | pandas-profiling v3.6.6 |
| Download configuration | config.json |
Country
Categorical
HIGH CARDINALITY HIGH CORRELATION
| Distinct | 68 |
|---|---|
| Distinct (%) | 3.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 32.9 KiB |
| United States | |
|---|---|
| South Korea | |
| China | |
| Japan | |
| France | 74 |
| Other values (63) |
Length
| Max length | 22 |
|---|---|
| Median length | 20 |
| Mean length | 9.767696 |
| Min length | 3 |
Characters and Unicode
| Total characters | 20561 |
|---|---|
| Distinct characters | 46 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 5 ? |
|---|---|
| Unique (%) | 0.2% |
Sample
| 1st row | United States |
|---|---|
| 2nd row | United States |
| 3rd row | United States |
| 4th row | United States |
| 5th row | United States |
Common Values
| Value | Count | Frequency (%) |
| United States | 794 | |
| South Korea | 162 | 7.7% |
| China | 148 | 7.0% |
| Japan | 85 | 4.0% |
| France | 74 | 3.5% |
| Brazil | 65 | 3.1% |
| Canada | 60 | 2.9% |
| United Kingdom | 53 | 2.5% |
| Germany | 52 | 2.5% |
| Netherlands | 51 | 2.4% |
| Other values (58) | 561 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| united | 870 | |
| states | 794 | |
| south | 162 | 5.0% |
| korea | 162 | 5.0% |
| china | 148 | 4.6% |
| japan | 85 | 2.6% |
| france | 74 | 2.3% |
| brazil | 65 | 2.0% |
| canada | 60 | 1.9% |
| kingdom | 53 | 1.6% |
| Other values (68) | 768 |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 2806 | |
| e | 2367 | |
| a | 2152 | |
| n | 1731 | 8.4% |
| i | 1532 | 7.5% |
| d | 1159 | 5.6% |
| 1136 | 5.5% | |
| S | 1016 | 4.9% |
| s | 989 | 4.8% |
| U | 877 | 4.3% |
| Other values (36) | 4796 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 16168 | |
| Uppercase Letter | 3249 | 15.8% |
| Space Separator | 1136 | 5.5% |
| Other Punctuation | 8 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 2806 | |
| e | 2367 | |
| a | 2152 | |
| n | 1731 | |
| i | 1532 | |
| d | 1159 | |
| s | 989 | 6.1% |
| r | 674 | 4.2% |
| o | 625 | 3.9% |
| h | 429 | 2.7% |
| Other values (13) | 1704 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 1016 | |
| U | 877 | |
| C | 271 | 8.3% |
| K | 263 | 8.1% |
| I | 107 | 3.3% |
| J | 85 | 2.6% |
| A | 84 | 2.6% |
| B | 79 | 2.4% |
| F | 77 | 2.4% |
| N | 67 | 2.1% |
| Other values (11) | 323 | 9.9% |
Space Separator
| Value | Count | Frequency (%) |
| 1136 |
Other Punctuation
| Value | Count | Frequency (%) |
| @ | 8 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 19417 | |
| Common | 1144 | 5.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| t | 2806 | |
| e | 2367 | |
| a | 2152 | |
| n | 1731 | |
| i | 1532 | 7.9% |
| d | 1159 | 6.0% |
| S | 1016 | 5.2% |
| s | 989 | 5.1% |
| U | 877 | 4.5% |
| r | 674 | 3.5% |
| Other values (34) | 4114 |
Common
| Value | Count | Frequency (%) |
| 1136 | ||
| @ | 8 | 0.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 20561 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| t | 2806 | |
| e | 2367 | |
| a | 2152 | |
| n | 1731 | 8.4% |
| i | 1532 | 7.5% |
| d | 1159 | 5.6% |
| 1136 | 5.5% | |
| S | 1016 | 4.9% |
| s | 989 | 4.8% |
| U | 877 | 4.3% |
| Other values (36) | 4796 |
Type
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 32.9 KiB |
| GREEN BOND | |
|---|---|
| SUSTAINABILITY BOND | |
| SOCIAL BOND | |
| SUSTAINABILITY LINKED BOND |
Length
| Max length | 26 |
|---|---|
| Median length | 10 |
| Mean length | 13.6038 |
| Min length | 10 |
Characters and Unicode
| Total characters | 28636 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | GREEN BOND |
|---|---|
| 2nd row | GREEN BOND |
| 3rd row | GREEN BOND |
| 4th row | GREEN BOND |
| 5th row | GREEN BOND |
Common Values
| Value | Count | Frequency (%) |
| GREEN BOND | 1172 | |
| SUSTAINABILITY BOND | 526 | |
| SOCIAL BOND | 244 | 11.6% |
| SUSTAINABILITY LINKED BOND | 163 | 7.7% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| bond | 2105 | |
| green | 1172 | |
| sustainability | 689 | 15.8% |
| social | 244 | 5.6% |
| linked | 163 | 3.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| N | 4129 | |
| B | 2794 | |
| E | 2507 | |
| I | 2474 | |
| O | 2349 | |
| 2268 | ||
| D | 2268 | |
| S | 1622 | 5.7% |
| A | 1622 | 5.7% |
| T | 1378 | 4.8% |
| Other values (7) | 5225 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 26368 | |
| Space Separator | 2268 | 7.9% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 4129 | |
| B | 2794 | |
| E | 2507 | |
| I | 2474 | |
| O | 2349 | |
| D | 2268 | |
| S | 1622 | 6.2% |
| A | 1622 | 6.2% |
| T | 1378 | 5.2% |
| G | 1172 | 4.4% |
| Other values (6) | 4053 |
Space Separator
| Value | Count | Frequency (%) |
| 2268 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 26368 | |
| Common | 2268 | 7.9% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| N | 4129 | |
| B | 2794 | |
| E | 2507 | |
| I | 2474 | |
| O | 2349 | |
| D | 2268 | |
| S | 1622 | 6.2% |
| A | 1622 | 6.2% |
| T | 1378 | 5.2% |
| G | 1172 | 4.4% |
| Other values (6) | 4053 |
Common
| Value | Count | Frequency (%) |
| 2268 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 28636 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| N | 4129 | |
| B | 2794 | |
| E | 2507 | |
| I | 2474 | |
| O | 2349 | |
| 2268 | ||
| D | 2268 | |
| S | 1622 | 5.7% |
| A | 1622 | 5.7% |
| T | 1378 | 4.8% |
| Other values (7) | 5225 |
Company
Categorical
| Distinct | 717 |
|---|---|
| Distinct (%) | 34.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 32.9 KiB |
| Calvert Social Investment Foundation, Inc. | 176 |
|---|---|
| Tesla Energy Operations, Inc. | 58 |
| Deutsche Bank Aktiengesellschaft | 42 |
| Local Initiatives Support Corporation | 30 |
| Capital Impact Partners | 26 |
| Other values (712) |
Length
| Max length | 75 |
|---|---|
| Median length | 55 |
| Mean length | 28.986698 |
| Min length | 3 |
Characters and Unicode
| Total characters | 61017 |
|---|---|
| Distinct characters | 69 |
| Distinct categories | 8 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 290 ? |
|---|---|
| Unique (%) | 13.8% |
Sample
| 1st row | Tesla Energy Operations, Inc. |
|---|---|
| 2nd row | Tesla Energy Operations, Inc. |
| 3rd row | Tesla Energy Operations, Inc. |
| 4th row | Tesla Energy Operations, Inc. |
| 5th row | Tesla Energy Operations, Inc. |
Common Values
| Value | Count | Frequency (%) |
| Calvert Social Investment Foundation, Inc. | 176 | 8.4% |
| Tesla Energy Operations, Inc. | 58 | 2.8% |
| Deutsche Bank Aktiengesellschaft | 42 | 2.0% |
| Local Initiatives Support Corporation | 30 | 1.4% |
| Capital Impact Partners | 26 | 1.2% |
| Caisse d'Amortissement de la Dette Sociale | 26 | 1.2% |
| Government of Hong Kong Special Administrative Region | 23 | 1.1% |
| ENEL Finance International NV | 22 | 1.0% |
| Century Housing Corp. | 17 | 0.8% |
| Citigroup Inc. | 17 | 0.8% |
| Other values (707) | 1668 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| inc | 473 | 5.5% |
| ltd | 286 | 3.3% |
| bank | 261 | 3.0% |
| investment | 234 | 2.7% |
| foundation | 189 | 2.2% |
| social | 178 | 2.1% |
| of | 178 | 2.1% |
| calvert | 177 | 2.1% |
| energy | 174 | 2.0% |
| co | 151 | 1.8% |
| Other values (1096) | 6277 |
Most occurring characters
| Value | Count | Frequency (%) |
| 6473 | 10.6% | |
| n | 5138 | 8.4% |
| e | 4260 | 7.0% |
| a | 4256 | 7.0% |
| o | 3956 | 6.5% |
| t | 3507 | 5.7% |
| i | 3423 | 5.6% |
| r | 3066 | 5.0% |
| c | 1890 | 3.1% |
| l | 1863 | 3.1% |
| Other values (59) | 23185 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 42286 | |
| Uppercase Letter | 9889 | 16.2% |
| Space Separator | 6473 | 10.6% |
| Other Punctuation | 2034 | 3.3% |
| Open Punctuation | 102 | 0.2% |
| Close Punctuation | 102 | 0.2% |
| Decimal Number | 67 | 0.1% |
| Dash Punctuation | 64 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 5138 | |
| e | 4260 | |
| a | 4256 | |
| o | 3956 | |
| t | 3507 | 8.3% |
| i | 3423 | 8.1% |
| r | 3066 | 7.3% |
| c | 1890 | 4.5% |
| l | 1863 | 4.4% |
| s | 1798 | 4.3% |
| Other values (16) | 9129 |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 1359 | |
| I | 1199 | |
| S | 950 | 9.6% |
| L | 746 | 7.5% |
| A | 708 | 7.2% |
| B | 603 | 6.1% |
| E | 533 | 5.4% |
| F | 481 | 4.9% |
| P | 464 | 4.7% |
| G | 397 | 4.0% |
| Other values (16) | 2449 |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 19 | |
| 0 | 18 | |
| 3 | 9 | |
| 1 | 8 | |
| 9 | 5 | 7.5% |
| 6 | 4 | 6.0% |
| 5 | 3 | 4.5% |
| 4 | 1 | 1.5% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1356 | |
| , | 556 | |
| & | 60 | 2.9% |
| ' | 44 | 2.2% |
| / | 18 | 0.9% |
Space Separator
| Value | Count | Frequency (%) |
| 6473 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 102 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 102 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 64 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 52175 | |
| Common | 8842 | 14.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 5138 | 9.8% |
| e | 4260 | 8.2% |
| a | 4256 | 8.2% |
| o | 3956 | 7.6% |
| t | 3507 | 6.7% |
| i | 3423 | 6.6% |
| r | 3066 | 5.9% |
| c | 1890 | 3.6% |
| l | 1863 | 3.6% |
| s | 1798 | 3.4% |
| Other values (42) | 19018 |
Common
| Value | Count | Frequency (%) |
| 6473 | ||
| . | 1356 | 15.3% |
| , | 556 | 6.3% |
| ( | 102 | 1.2% |
| ) | 102 | 1.2% |
| - | 64 | 0.7% |
| & | 60 | 0.7% |
| ' | 44 | 0.5% |
| 2 | 19 | 0.2% |
| / | 18 | 0.2% |
| Other values (7) | 48 | 0.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 61017 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 6473 | 10.6% | |
| n | 5138 | 8.4% |
| e | 4260 | 7.0% |
| a | 4256 | 7.0% |
| o | 3956 | 6.5% |
| t | 3507 | 5.7% |
| i | 3423 | 5.6% |
| r | 3066 | 5.0% |
| c | 1890 | 3.1% |
| l | 1863 | 3.1% |
| Other values (59) | 23185 |
Issuer
Categorical
| Distinct | 717 |
|---|---|
| Distinct (%) | 34.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 32.9 KiB |
| Calvert Social Investment Foundation, Inc. | 176 |
|---|---|
| Tesla Energy Operations, Inc. | 58 |
| Deutsche Bank Aktiengesellschaft | 42 |
| Local Initiatives Support Corporation | 30 |
| Capital Impact Partners | 26 |
| Other values (712) |
Length
| Max length | 75 |
|---|---|
| Median length | 55 |
| Mean length | 28.986698 |
| Min length | 3 |
Characters and Unicode
| Total characters | 61017 |
|---|---|
| Distinct characters | 69 |
| Distinct categories | 8 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 290 ? |
|---|---|
| Unique (%) | 13.8% |
Sample
| 1st row | Tesla Energy Operations, Inc. |
|---|---|
| 2nd row | Tesla Energy Operations, Inc. |
| 3rd row | Tesla Energy Operations, Inc. |
| 4th row | Tesla Energy Operations, Inc. |
| 5th row | Tesla Energy Operations, Inc. |
Common Values
| Value | Count | Frequency (%) |
| Calvert Social Investment Foundation, Inc. | 176 | 8.4% |
| Tesla Energy Operations, Inc. | 58 | 2.8% |
| Deutsche Bank Aktiengesellschaft | 42 | 2.0% |
| Local Initiatives Support Corporation | 30 | 1.4% |
| Capital Impact Partners | 26 | 1.2% |
| Caisse d'Amortissement de la Dette Sociale | 26 | 1.2% |
| Government of Hong Kong Special Administrative Region | 23 | 1.1% |
| ENEL Finance International NV | 22 | 1.0% |
| Century Housing Corp. | 17 | 0.8% |
| Citigroup Inc. | 17 | 0.8% |
| Other values (707) | 1668 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| inc | 473 | 5.5% |
| ltd | 286 | 3.3% |
| bank | 261 | 3.0% |
| investment | 234 | 2.7% |
| foundation | 189 | 2.2% |
| social | 178 | 2.1% |
| of | 178 | 2.1% |
| calvert | 177 | 2.1% |
| energy | 174 | 2.0% |
| co | 151 | 1.8% |
| Other values (1096) | 6277 |
Most occurring characters
| Value | Count | Frequency (%) |
| 6473 | 10.6% | |
| n | 5138 | 8.4% |
| e | 4260 | 7.0% |
| a | 4256 | 7.0% |
| o | 3956 | 6.5% |
| t | 3507 | 5.7% |
| i | 3423 | 5.6% |
| r | 3066 | 5.0% |
| c | 1890 | 3.1% |
| l | 1863 | 3.1% |
| Other values (59) | 23185 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 42286 | |
| Uppercase Letter | 9889 | 16.2% |
| Space Separator | 6473 | 10.6% |
| Other Punctuation | 2034 | 3.3% |
| Open Punctuation | 102 | 0.2% |
| Close Punctuation | 102 | 0.2% |
| Decimal Number | 67 | 0.1% |
| Dash Punctuation | 64 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 5138 | |
| e | 4260 | |
| a | 4256 | |
| o | 3956 | |
| t | 3507 | 8.3% |
| i | 3423 | 8.1% |
| r | 3066 | 7.3% |
| c | 1890 | 4.5% |
| l | 1863 | 4.4% |
| s | 1798 | 4.3% |
| Other values (16) | 9129 |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 1359 | |
| I | 1199 | |
| S | 950 | 9.6% |
| L | 746 | 7.5% |
| A | 708 | 7.2% |
| B | 603 | 6.1% |
| E | 533 | 5.4% |
| F | 481 | 4.9% |
| P | 464 | 4.7% |
| G | 397 | 4.0% |
| Other values (16) | 2449 |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 19 | |
| 0 | 18 | |
| 3 | 9 | |
| 1 | 8 | |
| 9 | 5 | 7.5% |
| 6 | 4 | 6.0% |
| 5 | 3 | 4.5% |
| 4 | 1 | 1.5% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1356 | |
| , | 556 | |
| & | 60 | 2.9% |
| ' | 44 | 2.2% |
| / | 18 | 0.9% |
Space Separator
| Value | Count | Frequency (%) |
| 6473 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 102 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 102 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 64 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 52175 | |
| Common | 8842 | 14.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 5138 | 9.8% |
| e | 4260 | 8.2% |
| a | 4256 | 8.2% |
| o | 3956 | 7.6% |
| t | 3507 | 6.7% |
| i | 3423 | 6.6% |
| r | 3066 | 5.9% |
| c | 1890 | 3.6% |
| l | 1863 | 3.6% |
| s | 1798 | 3.4% |
| Other values (42) | 19018 |
Common
| Value | Count | Frequency (%) |
| 6473 | ||
| . | 1356 | 15.3% |
| , | 556 | 6.3% |
| ( | 102 | 1.2% |
| ) | 102 | 1.2% |
| - | 64 | 0.7% |
| & | 60 | 0.7% |
| ' | 44 | 0.5% |
| 2 | 19 | 0.2% |
| / | 18 | 0.2% |
| Other values (7) | 48 | 0.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 61017 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 6473 | 10.6% | |
| n | 5138 | 8.4% |
| e | 4260 | 7.0% |
| a | 4256 | 7.0% |
| o | 3956 | 6.5% |
| t | 3507 | 5.7% |
| i | 3423 | 5.6% |
| r | 3066 | 5.0% |
| c | 1890 | 3.1% |
| l | 1863 | 3.1% |
| Other values (59) | 23185 |
Bond Tier
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 32.9 KiB |
| Corporate | |
|---|---|
| Agency | 127 |
| Sovereign | 88 |
| Securitized/Collateralized | 4 |
Length
| Max length | 26 |
|---|---|
| Median length | 9 |
| Mean length | 8.8513064 |
| Min length | 6 |
Characters and Unicode
| Total characters | 18632 |
|---|---|
| Distinct characters | 20 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Corporate |
|---|---|
| 2nd row | Corporate |
| 3rd row | Corporate |
| 4th row | Corporate |
| 5th row | Corporate |
Common Values
| Value | Count | Frequency (%) |
| Corporate | 1886 | |
| Agency | 127 | 6.0% |
| Sovereign | 88 | 4.2% |
| Securitized/Collateralized | 4 | 0.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| corporate | 1886 | |
| agency | 127 | 6.0% |
| sovereign | 88 | 4.2% |
| securitized/collateralized | 4 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 3868 | |
| o | 3864 | |
| e | 2205 | |
| a | 1894 | |
| t | 1894 | |
| C | 1890 | |
| p | 1886 | |
| n | 215 | 1.2% |
| g | 215 | 1.2% |
| c | 131 | 0.7% |
| Other values (10) | 570 | 3.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 16519 | |
| Uppercase Letter | 2109 | 11.3% |
| Other Punctuation | 4 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 3868 | |
| o | 3864 | |
| e | 2205 | |
| a | 1894 | |
| t | 1894 | |
| p | 1886 | |
| n | 215 | 1.3% |
| g | 215 | 1.3% |
| c | 131 | 0.8% |
| y | 127 | 0.8% |
| Other values (6) | 220 | 1.3% |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 1890 | |
| A | 127 | 6.0% |
| S | 92 | 4.4% |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 4 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 18628 | |
| Common | 4 | < 0.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| r | 3868 | |
| o | 3864 | |
| e | 2205 | |
| a | 1894 | |
| t | 1894 | |
| C | 1890 | |
| p | 1886 | |
| n | 215 | 1.2% |
| g | 215 | 1.2% |
| c | 131 | 0.7% |
| Other values (9) | 566 | 3.0% |
Common
| Value | Count | Frequency (%) |
| / | 4 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 18632 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| r | 3868 | |
| o | 3864 | |
| e | 2205 | |
| a | 1894 | |
| t | 1894 | |
| C | 1890 | |
| p | 1886 | |
| n | 215 | 1.2% |
| g | 215 | 1.2% |
| c | 131 | 0.7% |
| Other values (10) | 570 | 3.1% |
Country of Risk
Categorical
HIGH CARDINALITY HIGH CORRELATION
| Distinct | 68 |
|---|---|
| Distinct (%) | 3.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 32.9 KiB |
| United States | |
|---|---|
| South Korea | |
| China | |
| Japan | |
| France | 74 |
| Other values (63) |
Length
| Max length | 22 |
|---|---|
| Median length | 20 |
| Mean length | 9.767696 |
| Min length | 3 |
Characters and Unicode
| Total characters | 20561 |
|---|---|
| Distinct characters | 46 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 5 ? |
|---|---|
| Unique (%) | 0.2% |
Sample
| 1st row | United States |
|---|---|
| 2nd row | United States |
| 3rd row | United States |
| 4th row | United States |
| 5th row | United States |
Common Values
| Value | Count | Frequency (%) |
| United States | 794 | |
| South Korea | 162 | 7.7% |
| China | 148 | 7.0% |
| Japan | 85 | 4.0% |
| France | 74 | 3.5% |
| Brazil | 65 | 3.1% |
| Canada | 60 | 2.9% |
| United Kingdom | 53 | 2.5% |
| Germany | 52 | 2.5% |
| Netherlands | 51 | 2.4% |
| Other values (58) | 561 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| united | 870 | |
| states | 794 | |
| south | 162 | 5.0% |
| korea | 162 | 5.0% |
| china | 148 | 4.6% |
| japan | 85 | 2.6% |
| france | 74 | 2.3% |
| brazil | 65 | 2.0% |
| canada | 60 | 1.9% |
| kingdom | 53 | 1.6% |
| Other values (68) | 768 |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 2806 | |
| e | 2367 | |
| a | 2152 | |
| n | 1731 | 8.4% |
| i | 1532 | 7.5% |
| d | 1159 | 5.6% |
| 1136 | 5.5% | |
| S | 1016 | 4.9% |
| s | 989 | 4.8% |
| U | 877 | 4.3% |
| Other values (36) | 4796 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 16168 | |
| Uppercase Letter | 3249 | 15.8% |
| Space Separator | 1136 | 5.5% |
| Other Punctuation | 8 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 2806 | |
| e | 2367 | |
| a | 2152 | |
| n | 1731 | |
| i | 1532 | |
| d | 1159 | |
| s | 989 | 6.1% |
| r | 674 | 4.2% |
| o | 625 | 3.9% |
| h | 429 | 2.7% |
| Other values (13) | 1704 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 1016 | |
| U | 877 | |
| C | 271 | 8.3% |
| K | 263 | 8.1% |
| I | 107 | 3.3% |
| J | 85 | 2.6% |
| A | 84 | 2.6% |
| B | 79 | 2.4% |
| F | 77 | 2.4% |
| N | 67 | 2.1% |
| Other values (11) | 323 | 9.9% |
Space Separator
| Value | Count | Frequency (%) |
| 1136 |
Other Punctuation
| Value | Count | Frequency (%) |
| @ | 8 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 19417 | |
| Common | 1144 | 5.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| t | 2806 | |
| e | 2367 | |
| a | 2152 | |
| n | 1731 | |
| i | 1532 | 7.9% |
| d | 1159 | 6.0% |
| S | 1016 | 5.2% |
| s | 989 | 5.1% |
| U | 877 | 4.5% |
| r | 674 | 3.5% |
| Other values (34) | 4114 |
Common
| Value | Count | Frequency (%) |
| 1136 | ||
| @ | 8 | 0.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 20561 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| t | 2806 | |
| e | 2367 | |
| a | 2152 | |
| n | 1731 | 8.4% |
| i | 1532 | 7.5% |
| d | 1159 | 5.6% |
| 1136 | 5.5% | |
| S | 1016 | 4.9% |
| s | 989 | 4.8% |
| U | 877 | 4.3% |
| Other values (36) | 4796 |
Years to Maturity
Real number (ℝ)
| Distinct | 1147 |
|---|---|
| Distinct (%) | 54.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.5546781 |
| Minimum | 0 |
|---|---|
| Maximum | 99.10959 |
| Zeros | 3 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 32.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.630137 |
| Q1 | 2.134247 |
| median | 4.038356 |
| Q3 | 7.673973 |
| 95-th percentile | 27.47945 |
| Maximum | 99.10959 |
| Range | 99.10959 |
| Interquartile range (IQR) | 5.539726 |
Descriptive statistics
| Standard deviation | 8.1424026 |
|---|---|
| Coefficient of variation (CV) | 1.2422277 |
| Kurtosis | 20.749409 |
| Mean | 6.5546781 |
| Median Absolute Deviation (MAD) | 2.49589 |
| Skewness | 3.510505 |
| Sum | 13797.597 |
| Variance | 66.29872 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 8.30411 | 13 | 0.6% |
| 7.8 | 9 | 0.4% |
| 2.216438 | 9 | 0.4% |
| 0.7972603 | 9 | 0.4% |
| 7.550685 | 8 | 0.4% |
| 7.632877 | 8 | 0.4% |
| 2.30137 | 8 | 0.4% |
| 4.465754 | 8 | 0.4% |
| 5.550685 | 8 | 0.4% |
| 4.884932 | 8 | 0.4% |
| Other values (1137) | 2017 |
| Value | Count | Frequency (%) |
| 0 | 3 | |
| 0.002739726 | 1 | < 0.1% |
| 0.008219178 | 1 | < 0.1% |
| 0.01643836 | 1 | < 0.1% |
| 0.04657534 | 1 | < 0.1% |
| 0.07945205 | 1 | < 0.1% |
| 0.08219178 | 1 | < 0.1% |
| 0.08767124 | 1 | < 0.1% |
| 0.09041096 | 1 | < 0.1% |
| 0.09315068 | 4 |
| Value | Count | Frequency (%) |
| 99.10959 | 1 | |
| 97.89863 | 1 | |
| 57.09041 | 1 | |
| 56.06301 | 2 | |
| 48.33151 | 1 | |
| 48.0137 | 1 | |
| 47.70685 | 1 | |
| 47.48493 | 1 | |
| 46.70685 | 1 | |
| 46.57808 | 1 |
Coupon
Real number (ℝ)
| Distinct | 463 |
|---|---|
| Distinct (%) | 22.0% |
| Missing | 5 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.7034463 |
| Minimum | 0 |
|---|---|
| Maximum | 19.15 |
| Zeros | 55 |
| Zeros (%) | 2.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 32.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.70855 |
| Q1 | 2.125 |
| median | 3.5785 |
| Q3 | 5.05 |
| 95-th percentile | 7 |
| Maximum | 19.15 |
| Range | 19.15 |
| Interquartile range (IQR) | 2.925 |
Descriptive statistics
| Standard deviation | 2.0865705 |
|---|---|
| Coefficient of variation (CV) | 0.56341319 |
| Kurtosis | 2.2170043 |
| Mean | 3.7034463 |
| Median Absolute Deviation (MAD) | 1.4535 |
| Skewness | 0.79916347 |
| Sum | 7777.2372 |
| Variance | 4.3537763 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 4 | 70 | 3.3% |
| 2.5 | 66 | 3.1% |
| 0 | 55 | 2.6% |
| 3 | 51 | 2.4% |
| 1.5 | 50 | 2.4% |
| 1 | 46 | 2.2% |
| 3.5 | 44 | 2.1% |
| 4.7 | 38 | 1.8% |
| 4.5 | 36 | 1.7% |
| 5.5 | 35 | 1.7% |
| Other values (453) | 1609 |
| Value | Count | Frequency (%) |
| 0 | 55 | |
| 0.25 | 3 | 0.1% |
| 0.375 | 6 | 0.3% |
| 0.4 | 1 | < 0.1% |
| 0.45 | 2 | 0.1% |
| 0.5 | 14 | 0.7% |
| 0.508 | 1 | < 0.1% |
| 0.55 | 5 | 0.2% |
| 0.563 | 1 | < 0.1% |
| 0.565 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 19.15 | 1 | < 0.1% |
| 15 | 1 | < 0.1% |
| 13 | 1 | < 0.1% |
| 12.5 | 1 | < 0.1% |
| 12.0715 | 2 | |
| 11.95 | 1 | < 0.1% |
| 11.75 | 3 | |
| 11.17208 | 1 | < 0.1% |
| 10 | 4 | |
| 9.75 | 2 |
Amount Outstanding-Mil. USD
Real number (ℝ)
MISSING ZEROS
| Distinct | 437 |
|---|---|
| Distinct (%) | 22.1% |
| Missing | 131 |
| Missing (%) | 6.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 518.35303 |
| Minimum | 0 |
|---|---|
| Maximum | 5000 |
| Zeros | 56 |
| Zeros (%) | 2.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 32.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.11955 |
| Q1 | 50.75 |
| median | 450 |
| Q3 | 700 |
| 95-th percentile | 1500 |
| Maximum | 5000 |
| Range | 5000 |
| Interquartile range (IQR) | 649.25 |
Descriptive statistics
| Standard deviation | 593.3946 |
|---|---|
| Coefficient of variation (CV) | 1.1447692 |
| Kurtosis | 14.221111 |
| Mean | 518.35303 |
| Median Absolute Deviation (MAD) | 300 |
| Skewness | 3.0142358 |
| Sum | 1023228.9 |
| Variance | 352117.15 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 500 | 294 | 14.0% |
| 1000 | 146 | 6.9% |
| 300 | 110 | 5.2% |
| 400 | 92 | 4.4% |
| 750 | 83 | 3.9% |
| 600 | 80 | 3.8% |
| 1 | 60 | 2.9% |
| 0 | 56 | 2.7% |
| 350 | 40 | 1.9% |
| 1250 | 36 | 1.7% |
| Other values (427) | 977 | |
| (Missing) | 131 | 6.2% |
| Value | Count | Frequency (%) |
| 0 | 56 | |
| 0.001 | 6 | 0.3% |
| 0.005 | 2 | 0.1% |
| 0.007 | 2 | 0.1% |
| 0.01 | 1 | < 0.1% |
| 0.011 | 1 | < 0.1% |
| 0.012 | 1 | < 0.1% |
| 0.015 | 4 | 0.2% |
| 0.017 | 1 | < 0.1% |
| 0.02 | 3 | 0.1% |
| Value | Count | Frequency (%) |
| 5000 | 4 | 0.2% |
| 4000 | 10 | |
| 3500 | 2 | 0.1% |
| 3250 | 1 | < 0.1% |
| 3000 | 11 | |
| 2941.388 | 1 | < 0.1% |
| 2750 | 1 | < 0.1% |
| 2700 | 1 | < 0.1% |
| 2500 | 8 | |
| 2318.357 | 1 | < 0.1% |
GSS Bond Use of Proceeds
Categorical
| Distinct | 36 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 32.9 KiB |
| Eligible Green Projects | |
|---|---|
| Project Finance | |
| Bank Debt Retirement/Refinance | |
| Renewable Energy | |
| Energy Efficiency | |
| Other values (31) |
Length
| Max length | 54 |
|---|---|
| Median length | 46 |
| Mean length | 20.036105 |
| Min length | 5 |
Characters and Unicode
| Total characters | 42176 |
|---|---|
| Distinct characters | 49 |
| Distinct categories | 7 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 5 ? |
|---|---|
| Unique (%) | 0.2% |
Sample
| 1st row | Solar Energy |
|---|---|
| 2nd row | Solar Energy |
| 3rd row | Solar Energy |
| 4th row | Solar Energy |
| 5th row | Solar Energy |
Common Values
| Value | Count | Frequency (%) |
| Eligible Green Projects | 576 | |
| Project Finance | 545 | |
| Bank Debt Retirement/Refinance | 186 | 8.8% |
| Renewable Energy | 153 | 7.3% |
| Energy Efficiency | 94 | 4.5% |
| Solar Energy | 84 | 4.0% |
| Refinance | 54 | 2.6% |
| Notes Redemption/Refinance | 49 | 2.3% |
| Climate Change Adaptation | 48 | 2.3% |
| Green Buildings | 46 | 2.2% |
| Other values (26) | 270 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| green | 622 | |
| projects | 576 | |
| eligible | 576 | |
| finance | 558 | |
| project | 545 | |
| energy | 370 | 7.1% |
| bank | 186 | 3.6% |
| debt | 186 | 3.6% |
| retirement/refinance | 186 | 3.6% |
| renewable | 153 | 2.9% |
| Other values (63) | 1268 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 6616 | |
| n | 4016 | 9.5% |
| 3121 | 7.4% | |
| i | 2966 | 7.0% |
| r | 2874 | 6.8% |
| t | 2445 | 5.8% |
| c | 2258 | 5.4% |
| a | 2004 | 4.8% |
| o | 1735 | 4.1% |
| l | 1687 | 4.0% |
| Other values (39) | 12454 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 33340 | |
| Uppercase Letter | 5375 | 12.7% |
| Space Separator | 3121 | 7.4% |
| Other Punctuation | 297 | 0.7% |
| Dash Punctuation | 17 | < 0.1% |
| Open Punctuation | 13 | < 0.1% |
| Close Punctuation | 13 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 6616 | |
| n | 4016 | |
| i | 2966 | |
| r | 2874 | |
| t | 2445 | 7.3% |
| c | 2258 | 6.8% |
| a | 2004 | 6.0% |
| o | 1735 | 5.2% |
| l | 1687 | 5.1% |
| g | 1138 | 3.4% |
| Other values (15) | 5601 |
Uppercase Letter
| Value | Count | Frequency (%) |
| P | 1198 | |
| E | 1077 | |
| R | 682 | |
| G | 642 | |
| F | 592 | |
| B | 247 | 4.6% |
| C | 191 | 3.6% |
| D | 191 | 3.6% |
| A | 112 | 2.1% |
| W | 106 | 2.0% |
| Other values (8) | 337 | 6.3% |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 243 | |
| & | 54 | 18.2% |
Space Separator
| Value | Count | Frequency (%) |
| 3121 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 17 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 13 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 13 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 38715 | |
| Common | 3461 | 8.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 6616 | |
| n | 4016 | 10.4% |
| i | 2966 | 7.7% |
| r | 2874 | 7.4% |
| t | 2445 | 6.3% |
| c | 2258 | 5.8% |
| a | 2004 | 5.2% |
| o | 1735 | 4.5% |
| l | 1687 | 4.4% |
| P | 1198 | 3.1% |
| Other values (33) | 10916 |
Common
| Value | Count | Frequency (%) |
| 3121 | ||
| / | 243 | 7.0% |
| & | 54 | 1.6% |
| - | 17 | 0.5% |
| ( | 13 | 0.4% |
| ) | 13 | 0.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 42176 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 6616 | |
| n | 4016 | 9.5% |
| 3121 | 7.4% | |
| i | 2966 | 7.0% |
| r | 2874 | 6.8% |
| t | 2445 | 5.8% |
| c | 2258 | 5.4% |
| a | 2004 | 4.8% |
| o | 1735 | 4.1% |
| l | 1687 | 4.0% |
| Other values (39) | 12454 |
GSS Bond Type
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 32.9 KiB |
| GREEN BOND | |
|---|---|
| SUSTAINABILITY BOND | |
| SOCIAL BOND | |
| SUSTAINABILITY LINKED BOND |
Length
| Max length | 26 |
|---|---|
| Median length | 10 |
| Mean length | 13.6038 |
| Min length | 10 |
Characters and Unicode
| Total characters | 28636 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | GREEN BOND |
|---|---|
| 2nd row | GREEN BOND |
| 3rd row | GREEN BOND |
| 4th row | GREEN BOND |
| 5th row | GREEN BOND |
Common Values
| Value | Count | Frequency (%) |
| GREEN BOND | 1172 | |
| SUSTAINABILITY BOND | 526 | |
| SOCIAL BOND | 244 | 11.6% |
| SUSTAINABILITY LINKED BOND | 163 | 7.7% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| bond | 2105 | |
| green | 1172 | |
| sustainability | 689 | 15.8% |
| social | 244 | 5.6% |
| linked | 163 | 3.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| N | 4129 | |
| B | 2794 | |
| E | 2507 | |
| I | 2474 | |
| O | 2349 | |
| 2268 | ||
| D | 2268 | |
| S | 1622 | 5.7% |
| A | 1622 | 5.7% |
| T | 1378 | 4.8% |
| Other values (7) | 5225 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 26368 | |
| Space Separator | 2268 | 7.9% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 4129 | |
| B | 2794 | |
| E | 2507 | |
| I | 2474 | |
| O | 2349 | |
| D | 2268 | |
| S | 1622 | 6.2% |
| A | 1622 | 6.2% |
| T | 1378 | 5.2% |
| G | 1172 | 4.4% |
| Other values (6) | 4053 |
Space Separator
| Value | Count | Frequency (%) |
| 2268 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 26368 | |
| Common | 2268 | 7.9% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| N | 4129 | |
| B | 2794 | |
| E | 2507 | |
| I | 2474 | |
| O | 2349 | |
| D | 2268 | |
| S | 1622 | 6.2% |
| A | 1622 | 6.2% |
| T | 1378 | 5.2% |
| G | 1172 | 4.4% |
| Other values (6) | 4053 |
Common
| Value | Count | Frequency (%) |
| 2268 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 28636 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| N | 4129 | |
| B | 2794 | |
| E | 2507 | |
| I | 2474 | |
| O | 2349 | |
| 2268 | ||
| D | 2268 | |
| S | 1622 | 5.7% |
| A | 1622 | 5.7% |
| T | 1378 | 4.8% |
| Other values (7) | 5225 |
Parent Name
Categorical
| Distinct | 551 |
|---|---|
| Distinct (%) | 26.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 32.9 KiB |
| Calvert Social Investment Foundation, Inc. | |
|---|---|
| Government of South Korea | 59 |
| Tesla, Inc. | 58 |
| Deutsche Bank Aktiengesellschaft | 42 |
| Government of China | 32 |
| Other values (546) |
Length
| Max length | 86 |
|---|---|
| Median length | 55 |
| Mean length | 26.343943 |
| Min length | 3 |
Characters and Unicode
| Total characters | 55454 |
|---|---|
| Distinct characters | 68 |
| Distinct categories | 9 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 196 ? |
|---|---|
| Unique (%) | 9.3% |
Sample
| 1st row | Tesla, Inc. |
|---|---|
| 2nd row | Tesla, Inc. |
| 3rd row | Tesla, Inc. |
| 4th row | Tesla, Inc. |
| 5th row | Tesla, Inc. |
Common Values
| Value | Count | Frequency (%) |
| Calvert Social Investment Foundation, Inc. | 176 | 8.4% |
| Government of South Korea | 59 | 2.8% |
| Tesla, Inc. | 58 | 2.8% |
| Deutsche Bank Aktiengesellschaft | 42 | 2.0% |
| Government of China | 32 | 1.5% |
| Government of Hong Kong Special Administrative Region | 31 | 1.5% |
| Government of France | 31 | 1.5% |
| Local Initiatives Support Corporation | 30 | 1.4% |
| Momentus Capital | 26 | 1.2% |
| Citigroup Inc. | 25 | 1.2% |
| Other values (541) | 1595 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| inc | 572 | 7.2% |
| of | 426 | 5.4% |
| government | 337 | 4.2% |
| investment | 206 | 2.6% |
| foundation | 185 | 2.3% |
| calvert | 176 | 2.2% |
| ltd | 176 | 2.2% |
| social | 176 | 2.2% |
| group | 152 | 1.9% |
| bank | 134 | 1.7% |
| Other values (923) | 5393 |
Most occurring characters
| Value | Count | Frequency (%) |
| 5828 | 10.5% | |
| n | 4850 | 8.7% |
| e | 4040 | 7.3% |
| o | 4030 | 7.3% |
| a | 3629 | 6.5% |
| t | 3216 | 5.8% |
| i | 2846 | 5.1% |
| r | 2831 | 5.1% |
| l | 1837 | 3.3% |
| s | 1683 | 3.0% |
| Other values (58) | 20664 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 39159 | |
| Uppercase Letter | 8584 | 15.5% |
| Space Separator | 5828 | 10.5% |
| Other Punctuation | 1751 | 3.2% |
| Dash Punctuation | 46 | 0.1% |
| Decimal Number | 28 | 0.1% |
| Open Punctuation | 27 | < 0.1% |
| Close Punctuation | 27 | < 0.1% |
| Math Symbol | 4 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 4850 | |
| e | 4040 | |
| o | 4030 | |
| a | 3629 | |
| t | 3216 | 8.2% |
| i | 2846 | 7.3% |
| r | 2831 | 7.2% |
| l | 1837 | 4.7% |
| s | 1683 | 4.3% |
| c | 1629 | 4.2% |
| Other values (16) | 8568 |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 1234 | |
| I | 1120 | |
| S | 959 | |
| A | 785 | |
| G | 666 | 7.8% |
| B | 411 | 4.8% |
| E | 410 | 4.8% |
| L | 405 | 4.7% |
| F | 370 | 4.3% |
| P | 345 | 4.0% |
| Other values (16) | 1879 |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 10 | |
| 3 | 6 | |
| 1 | 5 | |
| 0 | 4 | 14.3% |
| 6 | 2 | 7.1% |
| 5 | 1 | 3.6% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1144 | |
| , | 549 | |
| & | 47 | 2.7% |
| @ | 9 | 0.5% |
| ' | 2 | 0.1% |
Space Separator
| Value | Count | Frequency (%) |
| 5828 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 46 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 27 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 27 |
Math Symbol
| Value | Count | Frequency (%) |
| + | 4 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 47743 | |
| Common | 7711 | 13.9% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 4850 | 10.2% |
| e | 4040 | 8.5% |
| o | 4030 | 8.4% |
| a | 3629 | 7.6% |
| t | 3216 | 6.7% |
| i | 2846 | 6.0% |
| r | 2831 | 5.9% |
| l | 1837 | 3.8% |
| s | 1683 | 3.5% |
| c | 1629 | 3.4% |
| Other values (42) | 17152 |
Common
| Value | Count | Frequency (%) |
| 5828 | ||
| . | 1144 | 14.8% |
| , | 549 | 7.1% |
| & | 47 | 0.6% |
| - | 46 | 0.6% |
| ( | 27 | 0.4% |
| ) | 27 | 0.4% |
| 2 | 10 | 0.1% |
| @ | 9 | 0.1% |
| 3 | 6 | 0.1% |
| Other values (6) | 18 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 55454 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 5828 | 10.5% | |
| n | 4850 | 8.7% |
| e | 4040 | 7.3% |
| o | 4030 | 7.3% |
| a | 3629 | 6.5% |
| t | 3216 | 5.8% |
| i | 2846 | 5.1% |
| r | 2831 | 5.1% |
| l | 1837 | 3.3% |
| s | 1683 | 3.0% |
| Other values (58) | 20664 |
Maturity Date
Date
| Distinct | 1147 |
|---|---|
| Distinct (%) | 54.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 32.9 KiB |
| Minimum | 2023-09-28 00:00:00 |
|---|---|
| Maximum | 2122-10-13 00:00:00 |
Histogram with fixed size bins (bins=50)
FDS Indus
Categorical
HIGH CARDINALITY HIGH CORRELATION
| Distinct | 77 |
|---|---|
| Distinct (%) | 3.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 32.9 KiB |
| Finance/Rental/Leasing | |
|---|---|
| Financial Conglomerates | |
| Electric Utilities | |
| Major Banks | |
| Regional Banks | |
| Other values (72) |
Length
| Max length | 34 |
|---|---|
| Median length | 31 |
| Mean length | 19.769596 |
| Min length | 3 |
Characters and Unicode
| Total characters | 41615 |
|---|---|
| Distinct characters | 50 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 8 ? |
|---|---|
| Unique (%) | 0.4% |
Sample
| 1st row | Building Products |
|---|---|
| 2nd row | Building Products |
| 3rd row | Building Products |
| 4th row | Building Products |
| 5th row | Building Products |
Common Values
| Value | Count | Frequency (%) |
| Finance/Rental/Leasing | 400 | |
| Financial Conglomerates | 290 | |
| Electric Utilities | 208 | 9.9% |
| Major Banks | 170 | 8.1% |
| Regional Banks | 128 | 6.1% |
| Sovereign | 88 | 4.2% |
| Investment Banks/Brokers | 85 | 4.0% |
| Real Estate Investment Trusts | 65 | 3.1% |
| Building Products | 58 | 2.8% |
| Miscellaneous Commercial Services | 58 | 2.8% |
| Other values (67) | 555 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| finance/rental/leasing | 400 | 10.0% |
| banks | 298 | 7.4% |
| financial | 293 | 7.3% |
| conglomerates | 290 | 7.2% |
| utilities | 212 | 5.3% |
| electric | 208 | 5.2% |
| investment | 200 | 5.0% |
| major | 189 | 4.7% |
| regional | 128 | 3.2% |
| real | 109 | 2.7% |
| Other values (107) | 1673 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 4666 | 11.2% |
| n | 4342 | 10.4% |
| a | 3743 | 9.0% |
| i | 3395 | 8.2% |
| t | 2799 | 6.7% |
| s | 2544 | 6.1% |
| l | 2310 | 5.6% |
| r | 1932 | 4.6% |
| 1895 | 4.6% | |
| o | 1880 | 4.5% |
| Other values (40) | 12109 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 33694 | |
| Uppercase Letter | 4947 | 11.9% |
| Space Separator | 1895 | 4.6% |
| Other Punctuation | 1069 | 2.6% |
| Dash Punctuation | 10 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 4666 | |
| n | 4342 | |
| a | 3743 | |
| i | 3395 | |
| t | 2799 | |
| s | 2544 | |
| l | 2310 | |
| r | 1932 | |
| o | 1880 | |
| c | 1735 | 5.1% |
| Other values (14) | 4348 |
Uppercase Letter
| Value | Count | Frequency (%) |
| F | 733 | |
| R | 664 | |
| B | 540 | |
| C | 442 | |
| L | 408 | |
| M | 373 | |
| E | 366 | |
| S | 270 | 5.5% |
| I | 240 | 4.9% |
| U | 212 | 4.3% |
| Other values (10) | 699 |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 960 | |
| : | 63 | 5.9% |
| & | 38 | 3.6% |
| @ | 8 | 0.7% |
Space Separator
| Value | Count | Frequency (%) |
| 1895 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 10 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 38641 | |
| Common | 2974 | 7.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 4666 | |
| n | 4342 | |
| a | 3743 | |
| i | 3395 | 8.8% |
| t | 2799 | 7.2% |
| s | 2544 | 6.6% |
| l | 2310 | 6.0% |
| r | 1932 | 5.0% |
| o | 1880 | 4.9% |
| c | 1735 | 4.5% |
| Other values (34) | 9295 |
Common
| Value | Count | Frequency (%) |
| 1895 | ||
| / | 960 | |
| : | 63 | 2.1% |
| & | 38 | 1.3% |
| - | 10 | 0.3% |
| @ | 8 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 41615 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 4666 | 11.2% |
| n | 4342 | 10.4% |
| a | 3743 | 9.0% |
| i | 3395 | 8.2% |
| t | 2799 | 6.7% |
| s | 2544 | 6.1% |
| l | 2310 | 5.6% |
| r | 1932 | 4.6% |
| 1895 | 4.6% | |
| o | 1880 | 4.5% |
| Other values (40) | 12109 |
Denom Curr
Categorical
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 32.9 KiB |
| U.S. Dollar |
|---|
Length
| Max length | 11 |
|---|---|
| Median length | 11 |
| Mean length | 11 |
| Min length | 11 |
Characters and Unicode
| Total characters | 23155 |
|---|---|
| Distinct characters | 9 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | U.S. Dollar |
|---|---|
| 2nd row | U.S. Dollar |
| 3rd row | U.S. Dollar |
| 4th row | U.S. Dollar |
| 5th row | U.S. Dollar |
Common Values
| Value | Count | Frequency (%) |
| U.S. Dollar | 2105 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| u.s | 2105 | |
| dollar | 2105 |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 4210 | |
| l | 4210 | |
| U | 2105 | |
| S | 2105 | |
| 2105 | ||
| D | 2105 | |
| o | 2105 | |
| a | 2105 | |
| r | 2105 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 10525 | |
| Uppercase Letter | 6315 | |
| Other Punctuation | 4210 | 18.2% |
| Space Separator | 2105 | 9.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| l | 4210 | |
| o | 2105 | |
| a | 2105 | |
| r | 2105 |
Uppercase Letter
| Value | Count | Frequency (%) |
| U | 2105 | |
| S | 2105 | |
| D | 2105 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 4210 |
Space Separator
| Value | Count | Frequency (%) |
| 2105 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 16840 | |
| Common | 6315 | 27.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| l | 4210 | |
| U | 2105 | |
| S | 2105 | |
| D | 2105 | |
| o | 2105 | |
| a | 2105 | |
| r | 2105 |
Common
| Value | Count | Frequency (%) |
| . | 4210 | |
| 2105 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 23155 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 4210 | |
| l | 4210 | |
| U | 2105 | |
| S | 2105 | |
| 2105 | ||
| D | 2105 | |
| o | 2105 | |
| a | 2105 | |
| r | 2105 |
Adj. Maturity Date
Real number (ℝ)
| Distinct | 41 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2029.8219 |
| Minimum | 2023 |
|---|---|
| Maximum | 2122 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 32.9 KiB |
Quantile statistics
| Minimum | 2023 |
|---|---|
| 5-th percentile | 2024 |
| Q1 | 2025 |
| median | 2027 |
| Q3 | 2031 |
| 95-th percentile | 2051 |
| Maximum | 2122 |
| Range | 99 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 8.1444946 |
|---|---|
| Coefficient of variation (CV) | 0.0040124184 |
| Kurtosis | 20.500029 |
| Mean | 2029.8219 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 3.4874396 |
| Sum | 4272775 |
| Variance | 66.332792 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=41)
| Value | Count | Frequency (%) |
| 2026 | 328 | |
| 2025 | 296 | |
| 2024 | 233 | |
| 2027 | 198 | |
| 2028 | 194 | |
| 2031 | 174 | |
| 2032 | 136 | |
| 2030 | 107 | 5.1% |
| 2029 | 101 | 4.8% |
| 2033 | 59 | 2.8% |
| Other values (31) | 279 |
| Value | Count | Frequency (%) |
| 2023 | 35 | 1.7% |
| 2024 | 233 | |
| 2025 | 296 | |
| 2026 | 328 | |
| 2027 | 198 | |
| 2028 | 194 | |
| 2029 | 101 | 4.8% |
| 2030 | 107 | 5.1% |
| 2031 | 174 | |
| 2032 | 136 |
| Value | Count | Frequency (%) |
| 2122 | 1 | < 0.1% |
| 2121 | 1 | < 0.1% |
| 2080 | 1 | < 0.1% |
| 2079 | 2 | 0.1% |
| 2072 | 1 | < 0.1% |
| 2071 | 3 | |
| 2070 | 2 | 0.1% |
| 2061 | 7 | |
| 2060 | 3 | |
| 2056 | 5 |
| Years to Maturity | Coupon | Amount Outstanding-Mil. USD | Adj. Maturity Date | Country | Type | Bond Tier | Country of Risk | GSS Bond Use of Proceeds | GSS Bond Type | FDS Indus | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Years to Maturity | 1.000 | 0.130 | 0.229 | 0.995 | 0.191 | 0.065 | 0.148 | 0.191 | 0.047 | 0.065 | 0.146 |
| Coupon | 0.130 | 1.000 | -0.005 | 0.124 | 0.223 | 0.119 | 0.078 | 0.223 | 0.212 | 0.119 | 0.153 |
| Amount Outstanding-Mil. USD | 0.229 | -0.005 | 1.000 | 0.233 | 0.194 | 0.187 | 0.337 | 0.194 | 0.111 | 0.187 | 0.157 |
| Adj. Maturity Date | 0.995 | 0.124 | 0.233 | 1.000 | 0.172 | 0.219 | 0.221 | 0.172 | 0.102 | 0.219 | 0.136 |
| Country | 0.191 | 0.223 | 0.194 | 0.172 | 1.000 | 0.406 | 0.483 | 1.000 | 0.256 | 0.406 | 0.259 |
| Type | 0.065 | 0.119 | 0.187 | 0.219 | 0.406 | 1.000 | 0.176 | 0.406 | 0.737 | 1.000 | 0.464 |
| Bond Tier | 0.148 | 0.078 | 0.337 | 0.221 | 0.483 | 0.176 | 1.000 | 0.483 | 0.402 | 0.176 | 0.858 |
| Country of Risk | 0.191 | 0.223 | 0.194 | 0.172 | 1.000 | 0.406 | 0.483 | 1.000 | 0.256 | 0.406 | 0.259 |
| GSS Bond Use of Proceeds | 0.047 | 0.212 | 0.111 | 0.102 | 0.256 | 0.737 | 0.402 | 0.256 | 1.000 | 0.737 | 0.326 |
| GSS Bond Type | 0.065 | 0.119 | 0.187 | 0.219 | 0.406 | 1.000 | 0.176 | 0.406 | 0.737 | 1.000 | 0.464 |
| FDS Indus | 0.146 | 0.153 | 0.157 | 0.136 | 0.259 | 0.464 | 0.858 | 0.259 | 0.326 | 0.464 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
| Country | Type | Company | Issuer | Bond Tier | Country of Risk | Years to Maturity | Coupon | Amount Outstanding-Mil. USD | GSS Bond Use of Proceeds | GSS Bond Type | Parent Name | Maturity Date | FDS Indus | Denom Curr | Adj. Maturity Date | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | United States | GREEN BOND | Tesla Energy Operations, Inc. | Tesla Energy Operations, Inc. | Corporate | United States | 2.010959 | 4.7 | 0.040 | Solar Energy | GREEN BOND | Tesla, Inc. | 2025-10-01 | Building Products | U.S. Dollar | 2025 |
| 4 | United States | GREEN BOND | Tesla Energy Operations, Inc. | Tesla Energy Operations, Inc. | Corporate | United States | 1.512329 | 4.7 | 0.015 | Solar Energy | GREEN BOND | Tesla, Inc. | 2025-04-02 | Building Products | U.S. Dollar | 2025 |
| 5 | United States | GREEN BOND | Tesla Energy Operations, Inc. | Tesla Energy Operations, Inc. | Corporate | United States | 1.761644 | 4.7 | 10.000 | Solar Energy | GREEN BOND | Tesla, Inc. | 2025-07-02 | Building Products | U.S. Dollar | 2025 |
| 6 | United States | GREEN BOND | Tesla Energy Operations, Inc. | Tesla Energy Operations, Inc. | Corporate | United States | 2.183562 | 4.7 | 0.015 | Solar Energy | GREEN BOND | Tesla, Inc. | 2025-12-03 | Building Products | U.S. Dollar | 2025 |
| 7 | United States | GREEN BOND | Tesla Energy Operations, Inc. | Tesla Energy Operations, Inc. | Corporate | United States | 1.934247 | 4.7 | 5.000 | Solar Energy | GREEN BOND | Tesla, Inc. | 2025-09-03 | Building Products | U.S. Dollar | 2025 |
| 8 | United States | GREEN BOND | Tesla Energy Operations, Inc. | Tesla Energy Operations, Inc. | Corporate | United States | 2.106849 | 4.7 | 0.005 | Solar Energy | GREEN BOND | Tesla, Inc. | 2025-11-05 | Building Products | U.S. Dollar | 2025 |
| 9 | United States | GREEN BOND | Tesla Energy Operations, Inc. | Tesla Energy Operations, Inc. | Corporate | United States | 1.857534 | 4.7 | 0.025 | Solar Energy | GREEN BOND | Tesla, Inc. | 2025-08-06 | Building Products | U.S. Dollar | 2025 |
| 10 | United States | GREEN BOND | Tesla Energy Operations, Inc. | Tesla Energy Operations, Inc. | Corporate | United States | 1.531507 | 4.7 | 0.010 | Solar Energy | GREEN BOND | Tesla, Inc. | 2025-04-09 | Building Products | U.S. Dollar | 2025 |
| 11 | United States | GREEN BOND | Tesla Energy Operations, Inc. | Tesla Energy Operations, Inc. | Corporate | United States | 1.704110 | 4.7 | 0.020 | Solar Energy | GREEN BOND | Tesla, Inc. | 2025-06-11 | Building Products | U.S. Dollar | 2025 |
| 12 | United States | GREEN BOND | Tesla Energy Operations, Inc. | Tesla Energy Operations, Inc. | Corporate | United States | 1.876712 | 4.7 | 5.000 | Solar Energy | GREEN BOND | Tesla, Inc. | 2025-08-13 | Building Products | U.S. Dollar | 2025 |
| Country | Type | Company | Issuer | Bond Tier | Country of Risk | Years to Maturity | Coupon | Amount Outstanding-Mil. USD | GSS Bond Use of Proceeds | GSS Bond Type | Parent Name | Maturity Date | FDS Indus | Denom Curr | Adj. Maturity Date | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3079 | Dominican Republic | SUSTAINABILITY LINKED BOND | Empresa Generadora de Electricidad Haina SA | Empresa Generadora de Electricidad Haina SA | Corporate | Dominican Republic | 5.117808 | 5.625 | 300.000 | Notes Redemption/Refinance | SUSTAINABILITY LINKED BOND | Empresa Generadora de Electricidad Haina SA | 2028-11-08 | Electric Utilities | U.S. Dollar | 2028 |
| 3083 | Denmark | GREEN BOND | A.P. Moller - Maersk A/S | A.P. Moller - Maersk A/S | Corporate | Denmark | 9.969863 | 5.875 | 750.000 | Clean Transportation | GREEN BOND | @NA | 2033-09-14 | Marine Shipping | U.S. Dollar | 2033 |
| 3084 | Denmark | GREEN BOND | A.P. Moller - Maersk A/S | A.P. Moller - Maersk A/S | Corporate | Denmark | 9.969863 | 5.875 | 750.000 | Clean Transportation | GREEN BOND | @NA | 2033-09-14 | Marine Shipping | U.S. Dollar | 2033 |
| 3088 | Angola | SOCIAL BOND | Government of The Republic of Angola | Government of The Republic of Angola | Sovereign | Angola | 2.126027 | 9.500 | 864.413 | Project Finance | SOCIAL BOND | @NA | 2025-11-12 | Sovereign | U.S. Dollar | 2025 |
| 3089 | Angola | SOCIAL BOND | Government of The Republic of Angola | Government of The Republic of Angola | Sovereign | Angola | 2.126027 | 9.500 | 864.413 | Project Finance | SOCIAL BOND | @NA | 2025-11-12 | Sovereign | U.S. Dollar | 2025 |
| 3093 | Slovakia | GREEN BOND | Tatra banka a.s. | Tatra banka a.s. | Corporate | Slovakia | 6.123288 | 7.550 | 30.000 | Eligible Green Projects | GREEN BOND | Raiffeisen Bank International AG | 2029-11-10 | Major Banks | U.S. Dollar | 2029 |
| 3097 | Seychelles | GREEN BOND | Government of Seychelles | Government of Seychelles | Sovereign | Seychelles | 3.038356 | 0.000 | 15.000 | Sustainable Fishery and Aquaculture | GREEN BOND | @NA | 2026-10-11 | Sovereign | U.S. Dollar | 2026 |
| 3101 | Pakistan | GREEN BOND | Pakistan Water & Power Development Authority | Pakistan Water & Power Development Authority | Agency | Pakistan | 7.687671 | 7.500 | 500.000 | Eligible Green Projects | GREEN BOND | Government of Pakistan | 2031-06-04 | General Government | U.S. Dollar | 2031 |
| 3105 | Nigeria | GREEN BOND | Access Bank PLC | Access Bank PLC | Corporate | Nigeria | 3.597260 | 5.500 | 50.000 | Eligible Green Projects | GREEN BOND | Access Holdings Plc | 2027-05-03 | Major Banks | U.S. Dollar | 2027 |
| 3109 | Finland | SOCIAL BOND | Kuntarahoitus Oyj | Kuntarahoitus Oyj | Agency | Finland | 3.928767 | 4.680 | 100.000 | Project Finance | SOCIAL BOND | Kuntarahoitus Oyj | 2027-09-01 | Finance/Rental/Leasing | U.S. Dollar | 2027 |
Most frequently occurring
| Country | Type | Company | Issuer | Bond Tier | Country of Risk | Years to Maturity | Coupon | Amount Outstanding-Mil. USD | GSS Bond Use of Proceeds | GSS Bond Type | Parent Name | Maturity Date | FDS Indus | Denom Curr | Adj. Maturity Date | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 16 | Brazil | GREEN BOND | Rumo Luxembourg S.a r.l. | Rumo Luxembourg S.a r.l. | Corporate | Brazil | 4.287671 | 5.250 | 500.000 | Eligible Green Projects | GREEN BOND | Rumo SA | 2028-01-10 | Finance/Rental/Leasing | U.S. Dollar | 2028 | 3 |
| 17 | Brazil | GREEN BOND | Suzano Austria GmbH | Suzano Austria GmbH | Corporate | Brazil | 2.794521 | 5.750 | 516.581 | Eligible Green Projects | GREEN BOND | Suzano S.A. | 2026-07-14 | Miscellaneous Commercial Services | U.S. Dollar | 2026 | 3 |
| 20 | Brazil | SUSTAINABILITY BOND | Amaggi Luxembourg International S.a r.l. | Amaggi Luxembourg International S.a r.l. | Corporate | Brazil | 4.336986 | 5.250 | 750.000 | Project Finance | SUSTAINABILITY BOND | Andre Maggi Participacoes SA | 2028-01-28 | Internet Software/Services | U.S. Dollar | 2028 | 3 |
| 32 | Brazil | SUSTAINABILITY LINKED BOND | Movida Europe SA | Movida Europe SA | Corporate | Brazil | 7.369863 | 5.250 | 273.757 | Bank Debt Retirement/Refinance | SUSTAINABILITY LINKED BOND | Simpar SA | 2031-02-08 | Financial Conglomerates | U.S. Dollar | 2031 | 3 |
| 36 | Canada | GREEN BOND | Alimentation Couche-Tard Inc. | Alimentation Couche-Tard Inc. | Corporate | Canada | 27.641100 | 3.625 | 350.000 | Energy Efficiency | GREEN BOND | Alimentation Couche-Tard Inc. | 2051-05-13 | Specialty Stores | U.S. Dollar | 2051 | 3 |
| 42 | Canada | GREEN BOND | Liberty Utilities Finance GP1 | Liberty Utilities Finance GP1 | Corporate | Canada | 6.969863 | 2.050 | 600.000 | Eligible Green Projects | GREEN BOND | Algonquin Power & Utilities Corp. | 2030-09-15 | Finance/Rental/Leasing | U.S. Dollar | 2030 | 3 |
| 51 | Chile | GREEN BOND | Inversiones CMPC SA | Inversiones CMPC SA | Corporate | Chile | 3.517808 | 4.375 | 500.000 | Eligible Green Projects | GREEN BOND | Empresas CMPC S.A. | 2027-04-04 | Pulp & Paper | U.S. Dollar | 2027 | 3 |
| 53 | Chile | GREEN BOND | Sociedad Quimica y Minera de Chile S.A. | Sociedad Quimica y Minera de Chile S.A. | Corporate | Chile | 27.969860 | 3.500 | 700.000 | Eligible Green Projects | GREEN BOND | Sociedad Quimica y Minera de Chile SA Pfd Series B | 2051-09-10 | Chemicals: Specialty | U.S. Dollar | 2051 | 3 |
| 55 | Chile | SUSTAINABILITY BOND | Celulosa Arauco y Constitucion S.A. | Celulosa Arauco y Constitucion S.A. | Corporate | Chile | 6.342466 | 4.200 | 500.000 | Project Finance | SUSTAINABILITY BOND | AntarChile S.A. | 2030-01-29 | Forest Products | U.S. Dollar | 2030 | 3 |
| 56 | Chile | SUSTAINABILITY BOND | Celulosa Arauco y Constitucion S.A. | Celulosa Arauco y Constitucion S.A. | Corporate | Chile | 26.356160 | 5.150 | 500.000 | Project Finance | SUSTAINABILITY BOND | AntarChile S.A. | 2050-01-29 | Forest Products | U.S. Dollar | 2050 | 3 |